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Created by Mayank Dave
Explore how feedback loops, chaos theory, and advanced deployment practices power modern software decisions—from predicting churn to stabilizing cloud resources. By the end, you’ll model, validate, and ship nonlinear systems that stand up in production.
6 modules • Each builds on the previous one
Brief survey of how nonlinear dynamics underpins customer behavior analytics, supply-demand forecasting, and resource management in modern software companies.
Explore feedback loops and threshold effects in customer engagement, churn, and virality using nonlinear differential or agent-based models.
Analyze how tiny data errors or minor feature changes can cause large swings in churn forecasts and marketing ROI.
Investigate autoscaling, load balancing, and capacity planning as nonlinear feedback systems vulnerable to oscillations or instability.
Compare software like AnyLogic, Vensim, and SimPy for implementing nonlinear business models quickly.
Discuss deployment architectures, monitoring, retraining schedules, and governance for nonlinear models in live software systems.
Begin your learning journey
In-video quizzes and scaffolded content to maximize retention.